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帕金森病相关潜在miRNA-mRNA调控网络的鉴定

Identification of Potential miRNA-mRNA Regulatory Network Contributing to Parkinson's Disease.

作者信息

Yin Xi, Wang Miao, Wang Wei, Chen Tong, Song Ge, Niu Yixuan, Jiang Ziying, Gao Zhongbao, Wang Zhenfu

机构信息

Department of Neurology, The Second Medical Center and National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, China.

Department of Geriatrics, The Second Medical Center and National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, China.

出版信息

Parkinsons Dis. 2022 Sep 5;2022:2877728. doi: 10.1155/2022/2877728. eCollection 2022.

Abstract

Parkinson's disease (PD) is a common neurodegenerative disease, and the mechanism underlying PD pathogenesis is not completely understood. Increasing evidence indicates that microRNAs (miRNAs) play a critical regulatory role in the pathogenesis of PD. This study aimed to explore the miRNA-mRNA regulatory network for PD. The differentially expressed miRNAs (DEmis) and genes (DEGs) between PD patients and healthy donors were screened from the miRNA dataset GSE16658 and mRNA dataset GSE100054 downloaded from the Gene Expression Omnibus (GEO) database. Target genes of the DEmis were selected when they were predicted by three or four online databases and overlapped with DEGs from GSE100054. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were then conducted by Database for Annotation, Visualization and Integrated Discovery (DAVID) and Metascape analytic tools. The correlation between the screened genes and PD was evaluated with the online tool Comparative Toxicogenomics Database (CTD), and protein-protein interaction (PPI) networks were built by the STRING platform. We further investigated the expression of genes in the miRNA-mRNA regulatory network in blood samples collected from PD patients and healthy donors via qRT-PCR. We identified 1505 upregulated and 1302 downregulated DEGs, and 77 upregulated and 112 downregulated DEmis were preliminarily screened from the GEO database. Further functional enrichment analysis identified 10 PD-related hub genes, including , and , which were mainly involved in Rab protein signaling transduction, AMPK signaling pathway, and signaling by Leptin. A miRNA-mRNA regulatory network was then constructed with 10 hub genes, and their interacting miRNAs overlapped with DEmis, including miR-30e-5p, miR-142-3p, miR-101-3p, miR-32-3p, miR-508-5p, miR-642a-5p, miR-19a-3p, and miR-21-5p. Analysis of clinical samples verified significant upregulation of and downregulation of miR-101-3p and miR-30e-5p in PD patients as compared with healthy donors. Thus, the miRNA-mRNA regulatory network was initially constructed and has the potential to provide novel insights into the pathogenesis and treatment of PD.

摘要

帕金森病(PD)是一种常见的神经退行性疾病,其发病机制尚未完全明确。越来越多的证据表明,微小RNA(miRNA)在PD的发病机制中发挥着关键的调节作用。本研究旨在探索PD的miRNA-信使核糖核酸(mRNA)调控网络。从基因表达综合数据库(GEO)下载的miRNA数据集GSE16658和mRNA数据集GSE100054中筛选出PD患者和健康供体之间差异表达的miRNA(DEmi)和基因(DEG)。当DEmi的靶基因由三个或四个在线数据库预测并与来自GSE100054的DEG重叠时,选择这些靶基因。然后通过注释、可视化和综合发现数据库(DAVID)和Metascape分析工具进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)通路富集分析。使用在线工具比较毒理基因组学数据库(CTD)评估筛选出的基因与PD之间的相关性,并通过STRING平台构建蛋白质-蛋白质相互作用(PPI)网络。我们通过定量逆转录聚合酶链反应(qRT-PCR)进一步研究了从PD患者和健康供体采集的血液样本中miRNA-mRNA调控网络中基因的表达。我们从GEO数据库中初步筛选出1505个上调的DEG和1302个下调的DEG,以及77个上调的DEmi和112个下调的DEmi。进一步的功能富集分析确定了10个与PD相关的枢纽基因,包括 , ,主要参与Rab蛋白信号转导、AMPK信号通路和瘦素信号传导。然后用10个枢纽基因构建了一个miRNA-mRNA调控网络,其相互作用的miRNA与DEmi重叠,包括miR-30e-5p、miR-142-3p、miR-101-3p、miR-32-3p、miR-508-5p、miR-642a-5p、miR-19a-3p和miR-21-5p。临床样本分析证实,与健康供体相比,PD患者中 显著上调,miR-101-3p和miR-30e-5p显著下调。因此,初步构建了miRNA-mRNA调控网络,该网络有可能为PD的发病机制和治疗提供新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f543/9467752/39f4e0e3c56c/PD2022-2877728.001.jpg

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